Zheng-Hua Tan

2025

Detecting and Defending Against Adversarial Attacks on Automatic Speech Recognition via Diffusion Models

Kühne, N. L., Kitchen, A., Jensen, M., Brøndt, M., Gonzalez, M., Biscio, C. & Tan, Z.-H., 2025, 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). p. 1-5 5 p.

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Open Access

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2024

Audio Mamba: Selective State Spaces for Self-Supervised Audio Representations

Yadav, S. & Tan, Z.-H., Sept 2024, Interspeech 2024. International Speech Communication Association, p. 552-556 5 p. (Proceedings of the International Conference on Spoken Language Processing).

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

Open Access

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Complex Recurrent Variational Autoencoder for Speech Resynthesis and Enhancement

Xie, Y., Arildsen, T. & Tan, Z. H., 2024, 2024 International Joint Conference on Neural Networks, IJCNN 2024 - Proceedings. IEEE (Institute of Electrical and Electronics Engineers), 10650194. (International Joint Conference on Neural Networks (IJCNN)).

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

Diffusion-Based Speech Enhancement in Matched and Mismatched Conditions Using a Heun-Based Sampler

Gonzalez, P., Tan, Z. H., Østergaard, J., Jensen, J., Alstrøm, T. S. & May, T., 2024, 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE (Institute of Electrical and Electronics Engineers), p. 10431-10435 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

2 Citations (Scopus)

Envelope Based Deep Source Separation and EEG Auditory Attention Decoding for Speech and Music

Asjid Tanveer, M., Jensen, J., Tan, Z. H. & Østergaard, J., 2024, 2024 32nd European Signal Processing Conference (EUSIPCO). European Signal Processing Conference, EUSIPCO, p. 872-876 5 p. 10715250. (European Signal Processing Conference).

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

1 Citation (Scopus)

Joint Minimum Processing Beamforming and Near-end Listening Enhancement

Fuglsig, A. J., Jensen, J., Tan, Z.-H., Bertelsen, L. S., Lindof, J. C. & Østergaard, J., Apr 2024, 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW). Seoul, Korea, Republic of: IEEE (Institute of Electrical and Electronics Engineers), p. 485-489 5 p. 10625905

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

1 Citation (Scopus)

Masked Autoencoders with Multi-Window Local-Global Attention Are Better Audio Learners

Yadav, S., Theodoridis, S., Hansen, L. K. & Tan, Z.-H., Jan 2024, The Twelfth International Conference on Learning Representations. 20 p.

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

Open Access

Near-end listening enhancement using a noise-robust linear time-invariant filter

Villani, F., Chan, W.-Y., Tan, Z.-H., Østergaard, J. & Jensen, J., 2024, 2024 18th International Workshop on Acoustic Signal Enhancement, IWAENC 2024 - Proceedings. IEEE (Institute of Electrical and Electronics Engineers), p. 444-448 5 p. (International Workshop on Acoustic Signal Enhancement (IWAENC)).

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

PAC-Bayes Generalisation Bounds for Dynamical Systems Including Stable RNNs

Eringis, D., Leth, J.-J., Tan, Z.-H., Wisniewski, R. & Petreczky, M., 25 Mar 2024, Proceedings of the 38th AAAI Conference on Artificial Intelligence. Wooldridge, M., Dy, J. & Natarajan, S. (eds.). AAAI Press, p. 11901-11909 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; No. 11, Vol. 38).

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Open Access

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2 Citations (Scopus)

74 Downloads (Pure)

PAC-Bayesian Error Bound, via Rényi Divergence, for a Class of Linear Time-Invariant State-Space Models

Eringis, D., Leth, J.-J., Tan, Z.-H., Wisniewski, R. & Petreczky, M., 2024, Proceedings of the 41st International Conference on Machine Learning. ML Research Press, 28 p. (The Proceedings of Machine Learning Research, Vol. 235).

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Open Access

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Self-supervised Pretraining for Robust Personalized Voice Activity Detection in Adverse Conditions

Bovbjerg, H. S., Jensen, J., Østergaard, J. & Tan, Z.-H., 2024, 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE (Institute of Electrical and Electronics Engineers), 5 p. 10447653. (Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing).

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

Speaker and Style Disentanglement of Speech Based on Contrastive Predictive Coding Supported Factorized Variational Autoencoder

Xie, Y., Kuhlmann, M., Rautenberg, F., Tan, Z.-H. & Haeb-Umbach, R., 2024, The 32nd European Signal Processing Conference (EUSIPCO 2024). IEEE (Institute of Electrical and Electronics Engineers), p. 436-440 (Proceedings of the European Signal Processing Conference).

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

Open Access

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1 Downloads (Pure)

2023

A Vision-Assisted Hearing Aid System Based on Deep Learning

Michelsanti, D., Tan, Z. H., Rotger-Griful, S. & Jensen, J., 2023, ICASSPW 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing Workshops, Proceedings. IEEE (Institute of Electrical and Electronics Engineers), 10193370

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

A Wideband Reconfigurable Reflectarray based on Aperture Coupled Delay Line

Aghabeyki, P., Tan, Z. H. & Zhang, S., 2023, 17th European Conference on Antennas and Propagation, EuCAP 2023. IEEE (Institute of Electrical and Electronics Engineers)

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

3 Citations (Scopus)

Filterbank Learning for Noise-Robust Small-Footprint Keyword Spotting

Espejo, I. L., Shekar, R. C. M. C., Tan, Z.-H., Jensen, J. & Hansen, J., May 2023, ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing, Proceedings. IEEE (Institute of Electrical and Electronics Engineers), 5 p. 10095436. (International Conference on Acoustics Speech and Signal Processing (ICASSP)).

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

1 Citation (Scopus)

Improved Disentangled Speech Representations Using Contrastive Learning in Factorized Hierarchical Variational Autoencoder

Xie, Y., Arildsen, T. & Tan, Z. H., 2023, 31st European Signal Processing Conference, EUSIPCO 2023 - Proceedings. IEEE (Institute of Electrical and Electronics Engineers), p. 1330-1334 5 p. (European Signal Processing Conference).

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

1 Citation (Scopus)

Improving Label-Deficient Keyword Spotting Through Self-Supervised Pretraining

Bovbjerg, H. S. & Tan, Z. H., Aug 2023, ICASSPW 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing Workshops, Proceedings. IEEE (Institute of Electrical and Electronics Engineers), 10193371

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

2 Citations (Scopus)

Radio Sensing with Large Intelligent Surface for 6G

Vaca-Rubio, C. J., Ramirez-Espinosa, P., Kansanen, K., Tan, Z. H. & Carvalho, E. D., 2023, ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing, Proceedings. IEEE (Institute of Electrical and Electronics Engineers), 10095766. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, Vol. 2023-June).

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

2 Citations (Scopus)

Speech inpainting: Context-based speech synthesis guided by video

Montesinos, J. F., Michelsanti, D., Haro, G., Tan, Z. H. & Jensen, J., 2023, Proc. INTERSPEECH 2023. ISCA, p. 4459-4463 5 p. (Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH).

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

2 Citations (Scopus)

2022

Adversarial Multi-Task Deep Learning for Noise-Robust Voice Activity Detection with Low Algorithmic Delay

Larsen, C. M., Koch, P. & Tan, Z.-H., 2022, Interspeech 2022. p. 3759-3763 (Proceedings of the International Conference on Spoken Language Processing).

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

An Experimental Study on Light Speech Features for Small-Footprint Keyword Spotting

Espejo, I. L., Tan, Z.-H. & Jensen, J., 2022, IberSPEECH 2022.

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

Open Access

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AoI and Throughput Optimization for Hybrid Traffic in Cellular Uplink Using Reinforcement Learning

Wu, C. C., Tan, Z. H. & Stefanovic, C., 2022, 2022 IEEE 95th Vehicular Technology Conference - Spring, VTC 2022-Spring - Proceedings. IEEE (Institute of Electrical and Electronics Engineers), 9861011. (IEEE Vehicular Technology Conference, Vol. 2022-June).

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

Data Augmentation for Breakdown Prediction in CLIC RF Cavities

Bovbjerg, H., Obermair, C., Apollonio, A., Cartier-Michaud, T., Millar, W., Tan, Z.-H., Shen, M. & Wollmann, D., 2022, Proceedings of the 13th International Particle Accelerator Conference. JACoW Publishing, Vol. IPAC2022. p. 1553-1556 4 p. (Journals of Accelerator Conferences Website (JACoW)).

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

Open Access

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Floor Map Reconstruction Through Radio Sensing and Learning By a Large Intelligent Surface

Vaca-Rubio, C. J., Pereira, R., Mestre, X., Gregoratti, D., Tan, Z.-H., Carvalho, E. D. & Popovski, P., 21 Jun 2022, 2022 IEEE 32nd International Workshop on Machine Learning for Signal Processing, MLSP 2022. IEEE (Institute of Electrical and Electronics Engineers), 7 p. 9943430. (Machine Learning for Signal Processing).

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

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1 Citation (Scopus)

57 Downloads (Pure)

Joint Far- and Near-End Speech Intelligibility Enhancement Based on the Approximated Speech Intelligibility Index

Fuglsig, A. J., Østergaard, J., Jensen, J., Søndergaard Bertelsen, L., Mariager, P. B. & Tan, Z.-H., 2022, ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Singapore: IEEE (Institute of Electrical and Electronics Engineers), p. 7752-7756 5 p. 9746170. (I E E E International Conference on Acoustics, Speech and Signal Processing. Proceedings).

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

Open Access

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4 Citations (Scopus)

92 Downloads (Pure)

Summary on the ICASSP 2022 Multi-Channel Multi-Party Meeting Transcription Grand Challenge

Yu, F., Zhang, S., Guo, P., Fu, Y., Du, Z., Zheng, S., Huang, W., Xie, L., Tan, Z. H., Wang, D. L., Qian, Y., Lee, K. A., Yan, Z., Ma, B., Xu, X. & Bu, H., 2022, 2022 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2022 - Proceedings. IEEE Signal Processing Society, p. 9156-9160 5 p. 9746270. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, Vol. 2022-May).

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

26 Citations (Scopus)

User Localization using RF Sensing: A Performance comparison between LIS and mmWave Radars

Vaca-Rubio, C. J., Salami, D., Popovski, P., Carvalho, E. D., Tan, Z.-H. & Sigg, S., 2 Sept 2022, 2022 30th European Signal Processing Conference (EUSIPCO). IEEE Communications Society, p. 1916-1920 5 p. 9909583. (Proceedings of the European Signal Processing Conference).

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

2021

A Primer on Large Intelligent Surface (LIS) for Wireless Sensing in an Industrial Setting

Vaca Rubio, C. J., Espinosa, P. R., Williams, R. J., Kansanen, K., Tan, Z.-H., De Carvalho, E. & Popovski, P., 31 Mar 2021, EAI CROWNCOM 2020 - 15th EAI International Conference on Cognitive Radio Oriented Wireless Networks. Caso, G., De Nardis, L. & Gavrilovska, L. (eds.). Springer, p. 126-138 13 p. (Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, Vol. 374).

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

1 Citation (Scopus)

Audio-Visual Speech Inpainting with Deep Learning

Morrone, G., Michelsanti, D., Tan, Z.-H. & Jensen, J., 2021, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE (Institute of Electrical and Electronics Engineers), Vol. 2021-June. p. 6653-6657 5 p. (I E E E International Conference on Acoustics, Speech and Signal Processing. Proceedings).

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

23 Citations (Scopus)

CC-LOSS: CHANNEL CORRELATION LOSS FOR IMAGE CLASSIFICATION

Song, Z., Chang, D., Ma, Z., Li, X. & Tan, Z.-H., 10 Jan 2021, 2020 25th International Conference on Pattern Recognition (ICPR). IEEE (Institute of Electrical and Electronics Engineers), p. 7601-7608 8 p. 9412069. (Proceeding IEEE International Conference on Pattern Recognition (ICPR)).

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

7 Citations (Scopus)

Compression of dnns using magnitude pruning and nonlinear information bottleneck training

Nielsen, M. Ø., Østergaard, J., Jensen, J. & Tan, Z.-H., Oct 2021, 2021 IEEE 31st International Workshop on Machine Learning for Signal Processing (MLSP). IEEE (Institute of Electrical and Electronics Engineers), p. 1-6 6 p. 9596128. (IEEE Workshop on Machine Learning for Signal Processing).

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

1 Citation (Scopus)

ConferencingSpeech Challenge: Towards Far-field Multi-Channel Speech Enhancement for Video Conferencing

Rao, W., Fu, Y., Hu, Y., Xu, X., Jv, Y., Han, J., Jiang, Z., Xie, L., Wang, Y., Watanabe, S., Tan, Z.-H., Bu, H., Yu, T. & Shang, S., 2021, IEEE Automatic Speech Recognition and Understanding Workshop. IEEE (Institute of Electrical and Electronics Engineers), 9688126

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

22 Citations (Scopus)

Data Augmentation Enhanced Speaker Enrollment for Text-Dependent Speaker Verification

Sarkar, A. K., Sarma, H., Dwivedi, P. & Tan, Z.-H., 21 Apr 2021, 3rd International Conference on Energy, Power and Environment: Towards Clean Energy Technologies, ICEPE 2020. IEEE (Institute of Electrical and Electronics Engineers), 6 p. 9404373

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

3 Citations (Scopus)

Design of AoI-Aware 5G Uplink Scheduler Using Reinforcement Learning

Wu, C.-C., Popovski, P., Tan, Z.-H. & Stefanovic, C., 15 Oct 2021, 2021 IEEE 4th 5G World Forum (5GWF). IEEE (Institute of Electrical and Electronics Engineers), p. 176-181 6 p. 9604981

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

8 Citations (Scopus)

Disentangled speech representation learning based on factorized hierarchical variational autoencoder with self-supervised objective

Xie, Y., Arildsen, T. & Tan, Z.-H., 28 Oct 2021, 2021 IEEE 31st International Workshop on Machine Learning for Signal Processing, MLSP 2021. IEEE (Institute of Electrical and Electronics Engineers), p. 1-6 6 p. 9596320. (IEEE Workshop on Machine Learning for Signal Processing).

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

7 Citations (Scopus)

Exploring Filterbank Learning for Keyword Spotting

Espejo, I. L., Tan, Z.-H. & Jensen, J., 2021, 28th European Signal Processing Conference (EUSIPCO). IEEE (Institute of Electrical and Electronics Engineers), p. 331-335 5 p. 9287772. (Proceedings of the European Signal Processing Conference).

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

14 Citations (Scopus)

Joint Maximum Likelihood Estimation of Power Spectral Densities and Relative Acoustic Transfer Functions for Acoustic Beamforming

Hoang, P., Tan, Z.-H., de Haan, J. M. & Jensen, J., 2021, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE (Institute of Electrical and Electronics Engineers), Vol. 2021-June. p. 6119-6123 5 p. (I E E E International Conference on Acoustics, Speech and Signal Processing. Proceedings).

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

7 Citations (Scopus)

PAC-Bayesian theory for stochastic LTI systems

Eringis, D., Leth, J.-J., Tan, Z.-H., Wisniewski, R., Fakhrizadeh Esfahani, A. & Petreczky, M., 2021, 2021 60th IEEE Conference on Decision and Control (CDC). IEEE (Institute of Electrical and Electronics Engineers), p. 6626-6633 8 p. 9682808. (I E E E Conference on Decision and Control. Proceedings).

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

5 Citations (Scopus)

Remote Anomaly Detection in Industry 4.0 Using Resource-Constrained Devices

Kalør, A. E., Michelsanti, D., Chiariotti, F., Tan, Z.-H. & Popovski, P., 30 Sept 2021, 2021 IEEE 22nd International Workshop on Signal Processing Advances in Wireless Communications (SPAWC). IEEE (Institute of Electrical and Electronics Engineers), p. 251-255 5 p. 9593188. (IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC)).

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

3 Citations (Scopus)

UIAI System for Short-Duration Speaker Verification Challenge 2020

Sahidullah, M., Sarkar, A. K., Vestman, V., Liu, X., Serizel, R., Kinnunen, T., Tan, Z.-H. & Vincent, E., 25 Mar 2021, 2021 IEEE Spoken Language Technology Workshop (SLT). IEEE (Institute of Electrical and Electronics Engineers), p. 323-329 7 p. 9383596

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

6 Citations (Scopus)

2020

Adversarial Example Detection by Classification for Deep Speech Recognition

Samizade, S., Tan, Z.-H., Shen, C. & Xiaohong, G., 9 Apr 2020, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE (Institute of Electrical and Electronics Engineers), p. 3102-3106 5 p. 9054750. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

36 Citations (Scopus)

Maximum Likelihood Estimation of the Interference-Plus-Noise Cross Power Spectral Density Matrix for Own Voice Retrieval

Hoang, P., Tan, Z.-H., Lunner, T., Mark de Haan, J. & Jensen, J., May 2020, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE (Institute of Electrical and Electronics Engineers), p. 6939-6943 5 p. 9053988. (International Conference on Acoustics Speech and Signal Processing (ICASSP)).

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

3 Citations (Scopus)

Robust Bayesian and Maximum a Posteriori Beamforming for Hearing Assistive Devices

Hoang, P., Tan, Z.-H., de Haan, J. M., Lunner, T. & Jensen, J., 27 Jan 2020, IEEE Global Conference on Signal and Information Processing (GlobalSIP). IEEE (Institute of Electrical and Electronics Engineers), 5 p. 8969234. (IEEE Global Conference on Signal and Information Processing (GlobalSIP). Proceedings).

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

4 Citations (Scopus)

Vocoder-Based Speech Synthesis from Silent Videos

Michelsanti, D., Slizovskaia, O., Haro, G., Gómez, E., Tan, Z.-H. & Jensen, J., 2020, Interspeech 2020. p. 3530-3534 5 p. (Proceedings of the International Conference on Spoken Language Processing).

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

Open Access

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13 Citations (Scopus)

143 Downloads (Pure)

2019

Active Reconfigurable Operation with Long Short-Term Memory Prediction for Smart City Microgrids

Lin, H., Kai, S., Tan, Z.-H. & Guerrero, J. M., 2019, 2019 4th IEEE Workshop on the Electronic Grid (eGRID). IEEE (Institute of Electrical and Electronics Engineers), 7 p.

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

1 Citation (Scopus)

Effects of Lombard Reflex on the Performance of Deep-Learning-Based Audio-Visual Speech Enhancement Systems

Michelsanti, D., Tan, Z.-H., Sigurdsson, S. & Jensen, J., 17 Apr 2019, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE (Institute of Electrical and Electronics Engineers), p. 6615-6619 5 p. 8682713. (I E E E International Conference on Acoustics, Speech and Signal Processing. Proceedings).

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

6 Citations (Scopus)

Keyword Spotting for Hearing Assistive Devices Robust to External Speakers

Lopez-Espejo, I., Tan, Z.-H. & Jensen, J., Sept 2019, Interspeech 2019. ISCA, p. 3223-3227 5 p. (Proceedings of the International Conference on Spoken Language Processing).

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

Open Access

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8 Citations (Scopus)

68 Downloads (Pure)

On Training Targets and Objective Functions for Deep-Learning-Based Audio-Visual Speech Enhancement

Michelsanti, D., Tan, Z.-H., Sigurdsson, S. & Jensen, J., 17 Apr 2019, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE (Institute of Electrical and Electronics Engineers), p. 8077-8081 5 p. 8682790. (I E E E International Conference on Acoustics, Speech and Signal Processing. Proceedings).

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

20 Citations (Scopus)

Soft Dropout and Its Variational Bayes Approximation

Xie, J., Ma, Z., Zhang, G., Xue, J.-H., Tan, Z.-H. & Guo, J., 5 Dec 2019, 2019 IEEE 29th International Workshop on Machine Learning for Signal Processing (MLSP). IEEE (Institute of Electrical and Electronics Engineers), p. 1-6 6 p. 8918818. (IEEE International Workshop on Machine Learning for Signal Processing (MLSP). Proceedings.).

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

7 Citations (Scopus)

Subjective Annotations for Vision-Based Attention Level Estimation

Coifman, A. L., Rohoska, P., Kristoffersen, M. S., Shepstone, S. E. & Tan, Z.-H., 2019, Proceedings of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications: Volume 5: VISAPP. Kerren, A., Hurter, C. & Braz, J. (eds.). SciTePress, Vol. 5. p. 249-256 8 p.

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

3 Citations (Scopus)

Zheng-Hua Tan

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